Every answer, with the source attached.
The library is what Kofa delivers — structured decision assets, not folders of reports. Every record keeps the question, the people, the findings, the evidence, and the original words together. And every record says when it was true.
These records are illustrative — the same structured deliverable every organisation receives.
A conversation should leave something behind.
Not a vague summary. Not a polished report that hides where the information came from. A structured record you can return to, search, question and use again.
Lender funding costs — follow-up on credit conditions
The interbank move is more than a drift — the last two auctions cleared tighter than the market expected. The easing shows in treasury first; the street lags.
Monetary policy interview — source engagement
The hold is fully priced in — lenders have priced the pause, not a cut. The next signal shows in funding-cost data, not the headline rate.
Crop insurance feasibility — public consultation
The trigger is the affordable shape for a state scheme — index the weather, not the loss. The cooperative channel is the delivery route for trigger education.
Agritech go-to-market — strategy validation
Agents survive the dry season on rotation, not volume — the stock that turns is the stock that stays. Credit lines that don’t match the season are what kill agents.
Healthcare pricing rules — sector position panel
Providers read the rules as a margin squeeze, payers as a pass-through problem, distributors as an opportunity to shift terms. The transition, not the rules, is where the damage happens.
How a commercial loan officer evaluates an SME application
The gap between published credit policy and actual decision-making is where SME lending initiatives meet their first serious problem — products designed around a formal process that experienced loan officers navigate around, not through.
Why rural agro-dealers stop restocking after the first season
Caution accelerates the decline — the cautious dealer loses the financing terms needed to recover. The only way back is forward: a full order, managed well, collected properly.
Health insurance adoption — why schemes fail to sustain
Workers are enrolled and deductions come out of their salary — but at the point of care the card often cannot be processed, so they pay cash and conclude the insurance is not for them.
Busia border trade — how goods actually move
Official fees are the smallest and most predictable crossing cost; time is the largest. Informal payments are part of the crossing for every experienced operator — acknowledged in private conversation, unacknowledged anywhere official.
Field intelligence runs the same workflow, collected on the ground — more field engagements are in flight. See how it works
One connected object, not a folder of files.
The question, the people, the findings, the claims, the evidence and the original words — kept together so knowledge can travel without losing its meaning.
Healthcare pricing rules — sector position.
Four perspectives, one record. The finding, the claims, and the points of divergence are preserved — including the claim that's under dispute, with the evidence on both sides.
How will the facility-pricing rules reshape provider–payer–distributor dynamics?
Providers read the rules as a margin squeeze, payers as a pass-through problem, distributors as an opportunity to shift terms. The transition, not the rules, is where the damage happens.
E-001E-002E-003E-004
“The rules cap what I can charge, but nobody capped what I pay to keep the lights on.”
The important moments from the engagement.
The structured answer to the original question.
Specific statements that can be checked against their source.
Where different practitioners or sources disagree.
The trail connecting claims back to their evidence.
The original conversation, preserved alongside the synthesis.
What could be recorded, quoted, attributed or shared.
When it was captured, how current it is, and when to check it again.
The answer is only part of the record.
Don't open ten records to find one thing.
Ask Kofa a question — it searches what your organisation has already collected and gives you an answer with the underlying sources, so you can inspect where it came from. Citable AI, not AI chat.
An answer that shows its work.
Kofa found 6 relevant records — and answered from them, with the sources listed beneath the answer. Every claim points back to the record it came from.
Answer → claim → source
Every part of the answer points back to the record it came from — engagement, practitioner, transcript.
Citable, not chat
Kofa answers from what your organisation has already collected — never from outside your knowledge.
Conflicts surfaced
When sources disagree, the answer says so — supporting and contradicting records side by side.
Ask the same question again, and it becomes one record.
Engagements on the same question pool — claims and evidence combine into one reusable item, with one currency. You never see two separate answers to the same thing.
Lender funding costs & credit conditions
Two engagements on the same question — the source interview and its follow-up — pooled into one reusable record, with combined claims and evidence.
The first answer is useful. Finding it again is where Kofa compounds.
Start here
Turn your next question into a record like this.
Start with the question. Kofa handles the rest — the person, the conversation, and the record.