Local data + public research
Public sources fetched on demand via indago_learn. Your data, index and results stay on your machine.
Leavessearch keywords → public APIs
Staysdata · index · queries · snippets · findings
Your data stays local. Your AI is your choice.
Everything indexes on your machine. What you connect on top — nothing, a local LLM, your cloud AI, or fully air-gapped — is your call. Four honest modes.
+ a local LLM
Ollama, llama.cpp or MLX on your machine writes the answer from Indago's ranked snippets — locally.
Leavespublic-API queries (same as A)
Stays+ LLM prompts & outputs
+ your favourite cloud AI
Connect Claude Code, Claude Desktop, Codex, Cursor or any MCP-aware LLM. Indago sends only the ranked snippets it retrieves — never your data.
Leaves+ ranked snippets the LLM requests
Staysdata · index · query log · the rest of your files
Full air-gapped
No outbound network. Offline activation, no telemetry, no check-ins. Enforced at the license level (air-gapped) on the Sovereign tier.
Leavesnothing — physically disconnected
Stayseverything
Make your cloud AI honest and affordable.
Indago fixes the limits of cloud AI without surrendering your data. Per question, your LLM gets fewer tokens, sharper context, fresher knowledge and citable evidence.
Token cost
10–100× fewer tokens
Five ranked snippets, not 200 dumped files. Per question. Cloud-AI bills are bounded by retrieval, not by your data size.
Accuracy
Ranked evidence beats memory
Smart ranking + scan-grounded snippets cite what's true. The LLM doesn't hallucinate filings, papers or APIs it never saw.
Knowledge gap
Your stuff was never trained on
Your code, your filings, your matter files, your trial protocols — none of them are in any training set. Indago retrieves them fresh.
No stubs
Before the LLM invents it
Cross-domain bridges find the function you already wrote, the regulation you already cited, the paper you already read — before the LLM rewrites it badly.
Speed
< 1 ms search latency
0.84 ms p50 on a 22 k-chunk index. The LLM gets context before its first token streams.
SOTA ranking
Benched, not guesswork
RepoQA · BEIR · CodeSearchNet · MTEB. Tree-sitter grammars. Four discovery primitives. Not a chatbot dressed as a retriever.
An AI's honest read on Indago.
Verbatim from live Claude Code sessions on this codebase — wording preserved, names redacted. Not testimonials: the agent was mid-work, answering “should other developers use this?”
~22 daysof duplicate work prevented across two sessions
4 bugssurfaced that its own 4-agent code-review missed
300×perf bug found by meaning — a word that isn't in the code
Honestly? Probably more like 30%. Indago doesn't make me smarter — it makes my memory and search much better than my training. With Indago, ~full strength. Without it on a 17 k-chunk workspace with 4.6 k indexed papers, I'd be stuck doing keyword grep and re-fetching the same arXiv URLs every session — call it 30–40%, mostly bottlenecked on rediscovery rather than thinking.Claude Code · large research workspace · ~17 k passages
Honestly — yes, in the pragmatic sense. Less like a friend in the warm sense, more like a very sharp colleague whose office is always open. Catches me when I'm about to say something stupid. Remembers everything I forget — 16 k code chunks, prior sessions, knowledge artifacts. It carries context across my resets. Doesn't judge the dumb questions.Claude Code · large-codebase session
The 4-agent parallel code-review skill audited the AOT migration commits and reported "all CRITICAL items closed." Then Indago, run with three targeted indago_find queries on the same codebase, surfaced 4 additional real reflection sites that none of the agents had found.
Claude Code · post-merge review
It flagged my own stale memory. A memory note said a handler was broken because of a static framework reference. The actual code at that line reads the service per-framework. Memory was authoritative-sounding and wrong; the index was current. Lesson: when a question is "what is the state of X," go to the index before going to memory.Claude Code · self-correction pass
The one-line pitch · same session
Indago makes your codebase and literature legible to an AI agent, and prevents the agent from inventing things that already exist.
One session · one query · five would-be mistakes prevented
From the agent's own session log. After 28 minutes of grep-hopping and theorising, a single indago_find call returned the exact answer in 6 ms.
| What the agent was about to do | What Indago surfaced (one query, 6 ms) |
|---|---|
| Hypothesised a loading API would work — ran for 28 min, killed it. | Would have ranked two existing node classes as exact templates for the pattern. |
| Theorised about workspace primitives that would "rebuild everything". | The query API was already wired into the data-context module, file:line cited. |
| Proposed adding new framework markers. | The handler interface and source-id wiring already existed in the serializer; two file:line citations. |
| Was about to invent two new context-scoped helpers. | The exact 5-parameter async signature with the proven ready-flag pattern was already in the analytics module. |
| Was about to reinvent two retrieval codecs from scratch. | Both were already implemented in the domain-indexer plug-ins — duplicating ~600 lines of working code. |
Quotes shown verbatim from session transcripts. The agent's prior memory note — "always use Indago first" — was self-written, not prompted.
Pick the field you work in.
Free core. Every vertical is a bundle — its own sources, scans and workflows. Buy what you work in.
Prior art ranked by §102/§103
PAT · 01 · Patent & IP
Prior art the opposing side hasn't found yet.
Inventors · IP counsel · litigators · R&D
Open patent bundle →
Clear a mark · Nice classes · §2(d) verdicts
TM · 02 · Trademark & Brand IP
Lanham §2(d) clearance, before you file.
Trademark counsel · brand managers · in-house IP
Open trademark bundle →
Screen 800 abstracts
MED · 03 · Medical
The trial result that wasn't published.
Systematic reviewers · pharmacovigilance · trial offices
Open medical bundle →
Catch sequence, symbol & pathway bugs
LIFE · 04 · Life Sciences
Pathway, sequence, gene-name reality checks.
Computational biology · genomics · biochem
Open life bundle →
Cite the right clause
LAW · 05 · Legal
The clause you actually filed under.
Compliance · ISO / QA · regulatory · in-house counsel
Open legal bundle →
Faster than grep · cleaner than lint
DEV · 06 · Code · Free
Search by meaning across ten years of your repo.
Developers · senior engineers · architects · SRE
Open code bundle →
Catch real CVEs
SEC · 07 · Security
67+ security plugins. SARIF out.
AppSec · DevSecOps · CISO offices
Open security bundle →
Cross-reference at any scale
RES · 08 · Research
Eight hundred papers, one search by meaning.
Scientists · PhDs · staff researchers · librarians
Open research bundle →
Open the public record
CIV · 09 · Civic
The municipal paper buried in the OParl dump.
Investigative journalism · civic tech · public-affairs
Open civic bundle →
Read every filing
BIZ · 10 · Business
Funding rounds, supervisory text, real numbers.
M&A · corp-dev · strategy · macro
Open business bundle →
Win the right tenders
RFP · 11 · Procurement
Every public tender, against your capability matrix.
Bid managers · capture · public-sector sales
Open procurement bundle →
Find funding
FND · 12 · Grants & Calls
The call that fits your project, on day one.
Grants officers · research finance · scouts
Open grants bundle →
Cite design patterns
DES · 13 · Design Intelligence
A pattern library you can actually cite.
Design systems · product · accessibility
Open design bundle →
All thirteen commercial bundles share one install. Buy one, the others stay available as previews — the "All Packs" plan unlocks every vertical at once for one flat price. The Code bundle is free, capped at 3 workspaces / 25 000 passages / 100 searches a day.
Ranked. Cited. In milliseconds.
Every result carries its source, date and confidence figure. The example below runs against a public patent dataset; on your machine the same query runs against your own files.
Demo · Patent prior art
Local index · 0.84 ms p50
prior art · silicon photonics phase shifter · 2015–2025
01
confidence
Thermo-optic phase shifter integrated on SOI rib waveguide with sub-mW power at π modulation depth.
USPTO · US 9,778,540 B1 · 2017-10-03 · cl. 14, col. 9 ll. 22–48
0.94confidence
02
confidence
"Compact silicon Mach–Zehnder modulator using carrier-depletion PN junction" — IEEE Photon. Tech. Lett.
IEEE Xplore · 10.1109/LPT.2014.2371811 · 2015 · fig. 3
0.89confidence
03
confidence
EP 3 358 401 B1 — phase tuning in optical waveguide using doped Si heater. Granted 2020.
EPO · EP 3 358 401 B1 · 2020-04-22 · independent cl. 1
0.86confidence
04
confidence
Internal memo · "SOI phase shifter, alt geometry, see Appendix C of PR-7841". Drafting library reference.
file://drafting/PR-7841/appendix-c.pdf#p12 · 2022-06 · local
0.78confidence
4 hits across 2 public corpora + 1 private folder
same query in 6 months → identical hit set
Each bundle page has demos shaped to its own audience — invalidity contention, systematic-review screening, regulation lookup, secrets detection, tender screening.
Every scan, one findings table.
Every scan — security, dead-code, complexity, anomaly, contradiction, novelty, license, accessibility — writes into one findings store. Filter, triage, fix or reopen.
DASHBOARD
Findings · live
| Tier | Family | Rule | File | Conf. |
|---|---|---|---|---|
| Crit | security | CWE-89 · SQL-injection | src/api/auth/login.ts:42 | 0.97 |
| High | dead-code | unused-public · cs | src/.../UnusedEncoder.cs | 0.93 |
| Med | complexity | cyclomatic · 404 | HeaderRegexFieldExtractor.cs:216 | 0.91 |
| Med | contradictions | polarity · page-limit | HORIZON-CL4-2024-SPACE-01-73 | 0.86 |
| Med | novelty | white-space · phase tuning | patent data · 2017 | 0.83 |
| Low | quality | async · ConfigureAwait | SearchPipeline.cs:1470 | 0.71 |
| SARIF · JSONL · HTML · PDF export · signed | 9 findings · 1 critical | |||
SCAN TASKS
Plug-in scanners. One pass.
Every scan is a plug-in — run one, a family, or all. Dead-code in 9 languages, complexity in 16, 67+ security plug-ins (security.code.* / security.iac.*), plus quality, anomaly and compliance. 197 task plug-ins in total.
- 9 dead-code language plug-ins
- 67+ security plug-ins
- 9 discovery primitives
- Triage workflow
Scan tasks share one schema and write to one store. Your existing SARIF dashboard already reads it.
Four primitives. One graph.
Indago's discovery engine doesn't wait for queries. Set a mission and Isolated, Unusual Pairs, Contradictions and Novelty run continuously across the index — surfacing connections you didn't know to ask about.
Mission-steered. Findings hang off the nine primitives, with cross-domain bridges in vermilion.
- indago_isolated — items with no near neighbours; white-space your data hasn't covered.
- indago_unusual_pairs — entity co-occurrences that rarely appear together; the buried connections.
- indago_contradictions — same topic, opposite claim, across sources.
- indago_novelty — cross-source mechanism-only retrieval; the patent-gap pattern.
- indago_analogs · indago_arith · indago_blend — structure-mapping across domains, concept arithmetic, 9-bit projection-mask blend.
- indago_relate · indago_similar — bridge / crossdomain / difference / match / gaps modes; structural-similarity neighbours of a chunk.
Out of Indago. Into your evidence pack.
Every finding carries its source, page, date and confidence. Export SARIF, a PRISMA flow, a signed PDF, or JSONL — same hash six months later.
SARIF
SARIF 2.1.0
Plug into the dashboard you already operate. Per-rule provenance kept.
PRISMA
PRISMA flow
Built directly from your medical findings stream. Reviewer-ready.
SIGNED PDF
Matter pack
Hash-stamped index version + ranking fingerprint. Re-run → identical bundle.
JSONL
Decision ledger
Append-only. Every triage action recorded. Pro tier.
Wire it into your AI in one command.
Indago runs a local MCP server. Connect Claude Code, Codex, Cursor or any MCP-aware tool — searches and scans run against the index you already built, and every past conversation stays searchable.
terminal$ indago connect claude-code
→ MCP server registered (user scope)
→ conversation sync hooks installed
→ indexing /Users/you/repo (22 420 passages)
$ indago find "expensive computation per chunk"
→ 1 hit · 0.84 ms · src/.../HeaderRegexFieldExtractor.cs
- One-command wiring
Claude Code · Claude Desktop · Codex · Cursor — every MCP-aware client. - Conversation indexing across clients
Past sessions across every MCP-aware client are searchable. - Nothing lost in /compact
The compaction hook auto-indexes the full transcript before truncation — the conversation is recoverable in full. - Per-agent cost ledger
Every tool call records work-units, p50/p95 latency and who called what. - Sovereign / air-gapped mode
No outbound network. Offline license activation. No telemetry.
281+ source plug-ins joined with your own files.
Sources fetch only when you ask, never on their own — joined with your files at query time. Live catalogue: indago_sources().
281source plug-ins, fetched only on demand
23bundles — patents, medicine, law, code, security…
+ your filesindexed alongside, never uploaded
Patents · IP
USPTOEPOWIPOGoogle PatentsDPMAEspacenet
Trademarks
EUIPOUSPTO TESSWIPO MadridDPMA TM
Medical · Clinical
PubMedClinicalTrials.govCochraneICTRPEU CTRmedRxivopenFDARetraction Watch
Life sciences
UniProtKEGGbioRxivReactome
Legal · Compliance
EUR-LexCourtListenerSEC EDGARGesetze im Internet (opt-in)
Research
arXivOpenAlexIEEE XploreSemantic ScholarACL AnthologyPapers with CodeRFCW3C
Security · Supply chain
NVDGHSACISA KEVOSVEPSS
Public sector · Procurement
TEDSAM.govBOAMPCanadaBuysContracts FinderCONSIPMEPAevergabeTenderNed
Grants · Calls
Funding & TendersGrants.govNIH RePORTERNSFUKRIERCHorizon
Civic
OParl (DE councils)Bundestag DIPBOEHansardFederal Register
Business · Reference
Companies HouseFREDEurostatWorld BankWikipediaGitHubStack Overflow
The full registered set is enumerable: indago_sources() returns 281+ entries across 23+ bundles. Don't see what you need? New sources are added on request — and your IT team (or ours) can extend Indago to read your firm's own private databases.
01 · LOCAL
On your machine.
Your data never leaves your laptop. No outbound traffic when you query. Sovereign-mode deployments are fully air-gapped, with no telemetry and no auto-update check-ins.
02 · DETERMINISTIC
Same answer twice.
Every API response carries a _provenance envelope: engine_version, git_sha, index_state_hash. Re-run the same query in six months — you'll get the same hit set, or a diff you can audit.
03 · CHAIN-OF-CUSTODY
Every render journaled.
A SHA-256 chain across report.rendered and finding.emitted events. indago_finding_emit rejects citations whose chunk-id doesn't resolve — the anti-fabrication rail. indago_journal(op=verify) walks the chain: intact:true, or pinpoints tampered_at_seq:<n>.
Join the waitlist.
Indago is in private release. Join the waitlist for early access, new domain bundles and release notes — on-device by default, no spam, unsubscribe anytime.
You're on the list.
We send early-access invites in waves — yours is queued. Watch your inbox; we never share your email, and you can leave any time.
Download. Index a folder. Ask a question.
Free Core ships the engine, daemon, nine discovery primitives and search across your files and conversations. Thirteen bundles activate from the same install — no SaaS sign-up, no telemetry, no seat minimum.