Most organisations don't lack data — they lack decisions they can defend. Koine reads across the systems you already run, returns cited answers, and gates every write to source through a dry-run, approval, and audit pipeline.
Your data lives in twelve systems. The last quarterly report took three weeks. The audit trail behind it is a Slack thread.
Koine is one platform with three roles: read across your systems, compose answers with citations, and govern any change before it touches source.
Read-only by default. Postgres, MySQL, SQLite, SQL Server, Google Sheets, ArcGIS, REST, and bespoke connectors via the Bridge agent for systems behind your firewall.
An analyst, a director, or your own product. Koine picks the right tools, runs them against your bound sources, and returns an answer that cites the rows it read and the SQL it ran.
Anything that changes source data goes through dry-run → approval → audit. Tier 1 (low-risk) executes after preview. Tier 2 needs one approver. Tier 3 needs two distinct approvers.
Every answer and every write is logged with the four-part trace: tool, data, prompt context, approver. Replayable, exportable, kept for seven years by default.
BI tools have the data. Copilots have the language. Koine wires them together with governance — so the answer survives the meeting, the audit, and the court.
Tools are typed, versioned, and tenant-scoped. Every invocation records its parameters and its return shape.
Connectors log table, query, and row count per call. PII fields are tagged and can be redacted from the trace.
System rules, tenant voice, role persona, session overrides, ContextFacts cited — all snapshotted with the response.
Tier 1 inline, Tier 2 single-approver, Tier 3 dual-approver. Compensating actions ready if a decision needs reversing.
Verticals ship as bundles of connectors, tools, prompts, and personas. The core platform is the same — the domain knowledge is what changes.
Register-based + traditional enumeration. Stitch civil registration, tax, NIMC, health into one statistical population register.
Births, deaths, attestations. Indicator calculators, fuzzy duplicates, governed exports. NIN-pipeline aware.
HMIS + lab + pharmacy + insurance. Cross-system patient query with PII residency rules baked in.
TIN ↔ VAT ↔ PAYE ↔ CIT. Find taxpayers visible in one system but not the others.
LGA dashboards stitching multiple MDAs. Decision packets sent to commissioners with the trace attached.
Read-only governance windows into grantee systems. Auditable without ever copying their data.
Match identity across registers, sanctions lists, and internal CRM. Every lookup logged with reason code.
Title + survey + valuation joined on parcel id. Conflicts surface as Tier-2 reconciliation proposals.
NECO/UTME/JAMB + school registers + funding. Track outcomes across the cohort, not the form.
Residency, retention, RBAC, PII handling, and audit retention are first-class. Not bolt-ons. Designed for ministries, regulators, and multilateral funders before chasing the global market.
Built for procurement-led buyers. We bill per active tenant + per million tool calls. Trial is bounded — start a workspace seeded with sample data for your sector.
Thirty-minute demo. We bind your read-only source live, show Koine compose the answer with citations, and walk you through the four-part trace on a sample write.